Multi Modal Hash Learning
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Author |
: Lei Zhu |
Publisher |
: Springer Nature |
Total Pages |
: 217 |
Release |
: 2023-08-04 |
ISBN-10 |
: 9783031372919 |
ISBN-13 |
: 3031372913 |
Rating |
: 4/5 (19 Downloads) |
Synopsis Multi-modal Hash Learning by : Lei Zhu
This book systemically presents key concepts of multi-modal hashing technology, recent advances on large-scale efficient multimedia search and recommendation, and recent achievements in multimedia indexing technology. With the explosive growth of multimedia contents, multimedia retrieval is currently facing unprecedented challenges in both storage cost and retrieval speed. The multi-modal hashing technique can project high-dimensional data into compact binary hash codes. With it, the most time-consuming semantic similarity computation during the multimedia retrieval process can be significantly accelerated with fast Hamming distance computation, and meanwhile the storage cost can be reduced greatly by the binary embedding. The authors introduce the categorization of existing multi-modal hashing methods according to various metrics and datasets. The authors also collect recent multi-modal hashing techniques and describe the motivation, objective formulations, and optimization steps for context-aware hashing methods based on the tag-semantics transfer.
Author |
: Xichun Zhang |
Publisher |
: Springer |
Total Pages |
: 255 |
Release |
: 2015-11-26 |
ISBN-10 |
: 9789811000805 |
ISBN-13 |
: 9811000808 |
Rating |
: 4/5 (05 Downloads) |
Synopsis Social Media Processing by : Xichun Zhang
This book constitutes the thoroughly refereed papers of the 4th National Conference of Social Media Processing, SMP 2015, held in Guangzhou, China, in November 2015. The 14 revised full papers and 9 short papers presented were carefully reviewed and selected from 105 submissions. The papers address issues such as: mining social media and applications; natural language processing; data mining; information retrieval; emergent social media processing problems.
Author |
: Bohan Li |
Publisher |
: Springer Nature |
Total Pages |
: 570 |
Release |
: 2023-02-09 |
ISBN-10 |
: 9783031251986 |
ISBN-13 |
: 3031251989 |
Rating |
: 4/5 (86 Downloads) |
Synopsis Web and Big Data by : Bohan Li
This three-volume set, LNCS 13421, 13422 and 13423, constitutes the thoroughly refereed proceedings of the 6th International Joint Conference, APWeb-WAIM 2022, held in Nanjing, China, in August 2022. The 75 full papers presented together with 45 short papers, and 5 demonstration papers were carefully reviewed and selected from 297 submissions. The papers are organized around the following topics: Big Data Analytic and Management, Advanced database and web applications, Cloud Computing and Crowdsourcing, Data Mining, Graph Data and Social Networks, Information Extraction and Retrieval, Knowledge Graph, Machine Learning, Query processing and optimization, Recommender Systems, Security, privacy, and trust and Blockchain data management and applications, and Spatial and multi-media data.
Author |
: Zhiqin Zhu |
Publisher |
: Frontiers Media SA |
Total Pages |
: 207 |
Release |
: 2023-10-25 |
ISBN-10 |
: 9782832536933 |
ISBN-13 |
: 283253693X |
Rating |
: 4/5 (33 Downloads) |
Synopsis Multi-Sensor Imaging and Fusion: Methods, Evaluations, and Applications by : Zhiqin Zhu
Author |
: Udai Pratap Rao |
Publisher |
: Springer Nature |
Total Pages |
: 424 |
Release |
: 2023-09-19 |
ISBN-10 |
: 9789819935697 |
ISBN-13 |
: 9819935695 |
Rating |
: 4/5 (97 Downloads) |
Synopsis Security, Privacy and Data Analytics by : Udai Pratap Rao
This book constitutes refereed proceedings of the International Conference on Security, Privacy and Data Analytics, ISPDA 2022. The volume covers topics, including big data and analytics, cloud security and privacy, data intelligence, hardware security, network security, blockchain technology and distributed ledger, machine learning for security, and many others. The volume includes novel contributions and the latest developments from researchers across industry and academia working in security, privacy, and data analytics from technological and social perspectives. This book will emerge as a valuable reference for researchers, instructors, students, scientists, engineers, managers, and industry practitioners across the globe.
Author |
: Vittorio Ferrari |
Publisher |
: Springer |
Total Pages |
: 917 |
Release |
: 2018-10-06 |
ISBN-10 |
: 9783030012670 |
ISBN-13 |
: 3030012670 |
Rating |
: 4/5 (70 Downloads) |
Synopsis Computer Vision – ECCV 2018 by : Vittorio Ferrari
The sixteen-volume set comprising the LNCS volumes 11205-11220 constitutes the refereed proceedings of the 15th European Conference on Computer Vision, ECCV 2018, held in Munich, Germany, in September 2018.The 776 revised papers presented were carefully reviewed and selected from 2439 submissions. The papers are organized in topical sections on learning for vision; computational photography; human analysis; human sensing; stereo and reconstruction; optimization; matching and recognition; video attention; and poster sessions.
Author |
: Yunmook Nah |
Publisher |
: Springer Nature |
Total Pages |
: 838 |
Release |
: 2020-09-21 |
ISBN-10 |
: 9783030594107 |
ISBN-13 |
: 3030594106 |
Rating |
: 4/5 (07 Downloads) |
Synopsis Database Systems for Advanced Applications by : Yunmook Nah
The 4 volume set LNCS 12112-12114 constitutes the papers of the 25th International Conference on Database Systems for Advanced Applications which will be held online in September 2020. The 119 full papers presented together with 19 short papers plus 15 demo papers and 4 industrial papers in this volume were carefully reviewed and selected from a total of 487 submissions. The conference program presents the state-of-the-art R&D activities in database systems and their applications. It provides a forum for technical presentations and discussions among database researchers, developers and users from academia, business and industry.
Author |
: AboulElla Hassanien |
Publisher |
: Springer Nature |
Total Pages |
: 572 |
Release |
: 2023-09-17 |
ISBN-10 |
: 9783031432477 |
ISBN-13 |
: 3031432479 |
Rating |
: 4/5 (77 Downloads) |
Synopsis Proceedings of the 9th International Conference on Advanced Intelligent Systems and Informatics 2023 by : AboulElla Hassanien
This proceedings book constitutes the refereed proceedings of the 9th International Conference on Advanced Intelligent Systems and Informatics (AISI 2023), which took place in Port Said University, Port Said, Egypt, during September 20–22, 2023, Egypt, and is an international interdisciplinary conference that presents a spectrum of scientific research on all aspects of informatics and intelligent systems, technologies, and applications.
Author |
: Michael Wand |
Publisher |
: Springer Nature |
Total Pages |
: 353 |
Release |
: |
ISBN-10 |
: 9783031723476 |
ISBN-13 |
: 3031723473 |
Rating |
: 4/5 (76 Downloads) |
Synopsis Artificial Neural Networks and Machine Learning – ICANN 2024 by : Michael Wand
Author |
: Laurent Amsaleg |
Publisher |
: Springer |
Total Pages |
: 759 |
Release |
: 2016-12-30 |
ISBN-10 |
: 9783319518114 |
ISBN-13 |
: 3319518119 |
Rating |
: 4/5 (14 Downloads) |
Synopsis MultiMedia Modeling by : Laurent Amsaleg
The two-volume set LNCS 10132 and 10133 constitutes the thoroughly refereed proceedings of the 23rd International Conference on Multimedia Modeling, MMM 2017, held in Reykjavik, Iceland, in January 2017. Of the 149 full papers submitted, 36 were selected for oral presentation and 33 for poster presentation; of the 34 special session papers submitted, 24 were selected for oral presentation and 2 for poster presentation; in addition, 5 demonstrations were accepted from 8 submissions, and all 7 submissions to VBS 2017. All papers presented were carefully reviewed and selected from 198 submissions. MMM is a leading international conference for researchers and industry practitioners for sharing new ideas, original research results and practical development experiences from all MMM related areas, broadly falling into three categories: multimedia content analysis; multimedia signal processing and communications; and multimedia applications and services.